jknowles Goto Github PK

aligulac

Source code for the Aligulac project: a statistical tool for the analysis of the SC2 pro and semipro scene.

ansible-nas

Build a full-featured home server or NAS replacement with an Ubuntu box and this playbook.

appliedmodelstalk

A flexible HTML5 talk about applied models and their differences from inferential statistics.

apsrtable

bdaexampler

Running the examples from Gelman et al. 's Bayesian Data Analysis in R

benchmarkme

Crowd sourced benchmarking

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

caretensemble

Ensemble

circus

Cluster Identification in R for Categorization and Unsupervised Learning

coefplot

Plotting model coefficients

cultivate-cafe

Cultivate Cafe Homepage

d3tutorials

Me testing d3

data-science-competency-matrix

data_pipeline_ipeds_example

Example of a data pipeline using IPEDS to demonstrate data management practices for SDP Fall Workshop 2022.

datapersuasiontalk2015

Presentation Notes for SDP Convening 2015

datasciencelivestream

Information about my data science livestream.

datasynthr

Functions to procedurally generate synthetic data in R for testing and collaboration.

datausa-api

API for accessing US data sets

dataviz2015

2015 version of data visualization talk. Now updated with RMarkdown and a handout.

dataviz2016

The 2016 new and improved version of my data visualization talks and tutorials.

dataviz4ed

A presentation on using data visualization in education research and policy analysis.

dataviztalk2014

Slides for visualizing education data in 2014.

dewsatdogooddata2016

Presentation on Wisconsin Dropout Early Warning System (DEWS) at DoGoodData 2016

econ-data

eda

Stata Program for Automated Exploratory Data Analysis program

eddatadoneright

Homepage for the book Education Data Done Right

eeptools

Educational Evaluation and Policy Tools for R

ethical_data_science_reader

Readings in the ethics of doing data science.

ews_presentation

A generic talk about the machine learning approach to EWS models.

ewstools

Tools for automating the testing and evaluation of education early warning system models